News & Events
[ML⇄DB 2023] Alibaba: Domain Knowledge Augmented AI for Databases (Jian Tan)
One goal of applying AI for databases is to make the systems easier to use, e.g., natural language to SQL conversion (NL2SQL), and more efficient to operate, e.g., DevOps root cause analysis (RCA). Although scaling up general models and datasets with less hand engineering have achieved unprecedented successes in various applications, we argue that utilizing domain knowledge to augment AI for databases can provide an efficient and effective solution. Specifically, we use two production systems, SQL Bridge (NL2SQL) and ShapleyIQ Read More
[ML⇄DB 2023] Milvus: A Purpose-Built Vector Data Management System! (Li Liu)
This talk is part of the ML⇄DB Seminar Series. Zoom Link: https://cmu.zoom.us/j/91461275681 (Passcode 177332) Read More
[ML⇄DB 2023] Akamas: The Database Tuner of the Future! (Stefano Cereda)
This talk is part of the ML⇄DB Seminar Series. Zoom Link: https://cmu.zoom.us/j/91461275681 (Passcode 177332) Read More
[ML⇄DB 2023] Lance Columnar Format for Multi-modal AI Data Management (Chang She)
This talk is part of the ML⇄DB Seminar Series. Zoom Link: https://cmu.zoom.us/j/91461275681 (Passcode 177332) Read More
[ML⇄DB 2023] FeatureBase: Analytics & Vector Engine Made for AI! (Pat O’Keeffe)
This talk is part of the ML⇄DB Seminar Series. Zoom Link: https://cmu.zoom.us/j/91461275681 (Passcode 177332) Read More
[ML⇄DB 2023] Featureform: Yeah, Our Database Can Do That! (Simba Khadder)
This talk is part of the ML⇄DB Seminar Series. Zoom Link: https://cmu.zoom.us/j/91461275681 (Passcode 177332) Read More
[ML⇄DB 2023] Weaviate: The Vector Database Your Parents Wished They Had! (Etienne Dilocker)
This talk is part of the ML⇄DB Seminar Series. Zoom Link: https://cmu.zoom.us/j/91461275681 (Passcode 177332) Read More
[ML⇄DB 2023] PostgresML: Why Moving the Compute to the Data is Better than the Alternative (Montana Low)
This talk is part of the ML⇄DB Seminar Series. Zoom Link: https://cmu.zoom.us/j/91461275681 (Passcode 177332) Read More
[ML⇄DB 2023] OtterTune: AI-Powered Database Optimization as a Service! (Dana Van Aken)
This talk is part of the ML⇄DB Seminar Series. Zoom Link: https://cmu.zoom.us/j/91461275681 (Passcode 177332) Read More
[ML⇄DB 2023] Qdrant: Vector Search Engine Internals (Andrey Vasnetsov)
This talk is part of the ML⇄DB Seminar Series. Zoom Link: https://cmu.zoom.us/j/91461275681 (Passcode 177332) Read More